Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "52"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 52 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 124 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 119 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 52, Node 3:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.365918	-0.728303	0.454027	-1.159673	2.047731	-0.613869	2.945361	-0.033715	0.0704	0.0567	0.0025	1.198082	1.200415
2459593	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	4.877847	4.139082	0.597457	-0.326892	12.294600	13.254968	18.546120	10.148362	0.0845	0.0637	0.0033	1.241219	1.222151
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.160928	-0.767196	-0.480291	-0.923978	3.124521	-0.502278	1.829553	-0.086680	0.0273	0.0274	0.0009	nan	nan
2459591	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	3.582003	5.394866	0.535164	-0.106152	5.345461	7.482937	29.025998	19.896163	0.0866	0.0676	0.0039	1.244000	1.220149
2459590	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.040957	7.416852	0.990787	-0.028370	1.547592	3.490153	11.162961	24.145131	0.0851	0.0673	0.0040	1.307195	1.290008
2459589	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.885452	16.815678	0.598533	1.209782	3.025467	16.468906	4.153351	10.309629	0.0685	0.0636	0.0031	1.209451	1.186706
2459588	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.392631	4.122357	0.293643	-0.068951	5.543063	9.961484	10.979706	11.870086	0.0697	0.0554	0.0030	1.251443	1.227008
2459587	digital_ok	100.00%	-	-	-	100.00%	0.00%	4.246278	4.011730	0.944516	0.154911	-1.594410	-0.607388	-4.675000	15.154796	nan	nan	nan	71.024515	1.046982
2459586	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.301656	2.878204	-0.066597	-0.734168	1.985309	-0.236754	26.131421	15.228897	0.0707	0.0631	0.0040	1.239442	1.222122
2459585	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	3.405957	-1.420219	1.803443	-0.284735	0.857217	-0.266994	5.095580	0.575512	0.0298	0.0297	0.0010	0.000000	0.000000
2459584	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	4.201304	6.619686	2.272150	-0.067794	11.167105	2.176536	8.136592	13.338012	0.0690	0.0586	0.0047	0.000000	0.000000
2459583	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	3.650370	2.673045	2.892208	-0.738195	2.171756	0.176242	15.346922	10.430298	0.0696	0.0617	0.0043	1.267986	1.260893
2459582	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.867607	6.790899	2.381901	-0.316152	3.396401	1.333846	6.344178	12.161930	0.0651	0.0537	0.0058	1.170284	1.171262
2459581	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	3.442362	5.243926	2.926796	-0.738431	3.725705	2.516095	13.519883	15.463292	0.0632	0.0573	0.0037	1.237010	1.233976
2459580	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.183235	4.026667	2.347162	-0.609158	3.429587	3.432145	15.888868	26.763188	0.0697	0.0556	0.0050	1.239360	1.238742
2459579	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	3.119272	3.568714	3.119405	-0.460348	3.631117	-0.275459	13.659314	12.644350	0.0617	0.0563	0.0042	1.101531	1.096587
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-1.071419	0.003358	0.060677	-0.406742	0.962964	-0.208434	2.228906	-0.285434	0.0282	0.0272	0.0010	nan	nan
2459577	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459576	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.986841	4.497572	1.811680	-0.452018	3.746276	1.422508	20.771427	32.246000	0.0732	0.0598	0.0050	1.245454	1.244940
2459575	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.022344	8.837576	1.869892	-0.270361	2.828994	5.617578	3.618679	2.618027	0.0690	0.0603	0.0046	0.889092	0.882872
2459574	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.748354	26.909991	1.838303	0.605087	1.998516	18.531125	2.729398	53.232511	0.0586	0.0670	0.0058	1.174598	1.172089
2459573	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.826154	3.955162	3.590905	-0.577456	4.293999	0.477712	14.490492	14.645213	0.0681	0.0606	0.0052	0.000000	0.000000
2459572	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.471376	3.347079	1.705207	-0.625797	2.840770	0.094374	25.804215	17.259052	0.0710	0.0641	0.0050	1.167702	1.167803
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-1.046047	0.072323	-0.188760	-0.506134	0.709380	-0.681367	1.579969	-0.283618	0.0282	0.0283	0.0013	nan	nan
2459570	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.861467	-0.059289	-0.920901	-0.229368	-0.508439	-0.214513	5.414347	0.871407	0.0790	0.0723	0.0081	1.239918	1.243029
2459569	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	6.743823	1.131159	2.758070	-0.782807	5.348842	0.802644	6.224506	0.599891	0.0748	0.0588	0.0027	1.244530	1.243486
2459566	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	11.248573	0.898116	3.553594	-0.756874	6.957493	-0.503626	51.461408	6.554490	0.0676	0.0556	0.0044	0.000000	0.000000
2459565	digital_ok	0.00%	-	-	-	100.00%	0.00%	-0.458228	-0.458228	-0.411532	-0.411532	-0.677191	-0.677191	-0.808887	-0.808887	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.925813	0.901249	-0.657602	1.124109	5.575089	1.618071	33.849000	16.981259	0.0780	0.0655	0.0049	1.220684	1.221829
2459563	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.918196	3.687850	-0.288663	2.663174	2.125081	5.828313	15.147127	40.563150	0.0718	0.0635	0.0051	1.203154	1.198039
2459562	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.589960	1.969389	1.660237	-0.176989	2.588135	1.895421	14.681715	14.740805	0.0714	0.0667	0.0054	1.228971	1.229534
2459561	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.679455	14.033861	1.572391	-0.197293	1.678205	1.730821	5.564218	110.485676	0.0622	0.0667	0.0052	1.243035	1.242080
2459560	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.720746	15.227903	1.650483	-0.229718	2.289590	2.491331	4.152263	56.619245	0.0630	0.0732	0.0078	1.227064	1.227288
2459559	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.549440	31.157283	1.584763	0.583852	2.259513	0.710828	4.896551	23.121588	0.0670	0.0711	0.0082	1.202477	1.205010
2459558	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.051702	16.729788	2.843341	0.348284	4.230176	11.352203	10.144607	104.863165	0.0737	0.0729	0.0064	1.150152	1.143726
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0293	0.0281	0.0010	nan	nan
2459556	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.235032	20.457971	2.870768	0.618774	3.121551	8.880442	23.070399	224.295192	0.0659	0.0728	0.0060	1.175376	1.174839
2459554	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0678	0.0792	0.0088	nan	nan
2459553	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0543	0.0679	0.0055	nan	nan
2459552	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.557644	39.754305	3.837836	2.316479	3.494550	15.004134	3.263183	23.236414	0.0577	0.0678	0.0060	0.800116	0.796013
2459551	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	22.814593	0.717181	2.784283	-0.427753	0.246272	0.146682	25.148436	0.376100	0.0894	0.0667	0.0049	1.224387	1.225732
2459550	digital_ok	-	98.35%	98.35%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0343	0.0341	0.0007	nan	nan
2459549	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	33.103051	0.988638	5.092911	-0.838422	7.081424	-1.394374	34.246669	1.554939	0.0836	0.0607	0.0042	1.145911	1.146844
2459542	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.678207	-1.264882	-0.072467	-0.501799	2.731020	-0.748207	0.002489	0.247231	0.0715	0.0690	0.0078	1.243958	1.236583
2459541	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.317599	-0.887987	2.345618	-0.827707	4.625487	-1.545083	1.681961	-0.868208	0.0642	0.0606	0.0065	1.004955	0.992245
2459540	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.148194	-0.649799	1.531979	-0.456227	1.392514	-0.468561	0.786908	-0.205630	0.0698	0.0636	0.0098	1.238150	1.232047
2459536	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.254921	-1.402465	4.008666	-0.479071	3.553585	-1.101070	0.803671	-0.217994	0.0614	0.0596	0.0072	0.000000	0.000000
2459535	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.319011	-0.675622	1.546741	-0.436041	1.204515	0.032846	0.226521	-0.394939	0.0976	0.0744	0.0118	1.227162	1.217909
2459534	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.101567	-0.666036	1.665873	-0.500419	0.678829	0.354156	-0.018701	-0.389845	0.0805	0.0627	0.0076	1.229299	1.220834
2459533	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.021611	-1.336309	2.783987	-0.494065	3.291337	-1.654136	-0.100613	0.279227	0.0645	0.0608	0.0067	1.194457	1.189936
2459532	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.166756	-1.420271	3.646368	-0.769059	3.373440	-1.816947	0.086170	0.134688	0.0686	0.0600	0.0078	0.877084	0.875528
2459530	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.210814	-0.636481	1.296142	-0.367983	1.994598	0.114730	0.497580	-0.016104	0.0938	0.0675	0.0112	1.203324	1.188060
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	4.216214	-1.217400	4.296410	-0.493015	2.411197	-1.466189	0.511646	-0.305626	0.0513	0.0601	0.0030	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	11.836966	-1.678132	4.240508	-0.833976	29.567021	28.243517	14.865831	15.209237	nan	nan	nan	1.603374	1.611783
2459522	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	7.690431	-0.676735	3.488534	-0.626000	3.053685	0.105517	5.152278	2.077262	0.0688	0.0656	0.0050	0.000000	0.000000
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-1.066151	0.215730	0.110021	-0.763841	1.420880	-0.805343	0.980557	-0.085132	0.0303	0.0328	0.0016	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	1.152737	-0.479849	3.020036	-1.010049	2.187012	-1.291736	3.828673	-0.710331	0.9214	0.9556	0.1613	0.000000	0.000000
2459505	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	0.309651	-0.510007	2.281413	-0.846090	2.850384	-0.931202	2.010358	2.601518	0.8917	0.8620	0.1977	3.977913	3.152806
2459503	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.733588	-0.153112	3.213281	-0.486266	4.551984	-0.924335	5.192322	4.186757	0.8705	0.8651	0.4517	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 52: 2459650

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Variability	13.551523	8.349679	0.892575	0.261263	0.077756	13.551523	2.472217	12.704370	2.673248

---

Antenna 52: 2459649

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	40.753443	0.548623	7.643676	0.468352	-0.115717	0.771938	5.512892	4.325669	40.753443

---

Antenna 52: 2459648

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 52: 2459647

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	31035.049343	0.971429	0.971429	1035.067656	1035.067656	31035.049343	31035.049343	6.566321	6.566321

---

Antenna 52: 2459646

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	22.609093	0.988478	2.584674	0.789287	-0.628112	2.233425	1.484728	22.609093	15.281121

---

Antenna 52: 2459645

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	21.339997	-0.440747	21.196907	0.770802	1.856862	1.053061	11.703666	2.264478	21.339997

---

Antenna 52: 2459642

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 52: 2459640

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	42.087503	0.298925	8.539317	0.613550	-0.025728	0.857839	4.308188	10.523789	42.087503

---

Antenna 52: 2459639

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	17.682309	1.075489	3.948174	0.105591	-0.474367	2.048056	3.235597	12.397790	17.682309

---

Antenna 52: 2459638

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	13.210577	1.064437	1.534246	-0.232446	-0.637665	0.888565	5.256880	3.303887	13.210577

---

Antenna 52: 2459637

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	29.000496	1.825481	4.621646	-0.046545	-0.372525	1.510866	1.826086	24.641570	29.000496

---

Antenna 52: 2459636

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	47.324917	4.817815	1.776519	-0.236757	-0.704015	3.964893	1.262181	47.324917	9.391298

---

Antenna 52: 2459635

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	29.610227	5.908013	1.071740	-0.263069	0.345525	5.772906	2.351297	29.610227	21.295602

---

Antenna 52: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	-0.673878	-0.673878	-0.673878	-0.674370	-0.674370	-0.675206	-0.675206	-0.675198	-0.675198

---

Antenna 52: 2459633

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	26.329873	0.925225	7.024975	0.754084	-0.009366	0.856968	3.518862	10.919639	26.329873

---

Antenna 52: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	19.339154	0.679365	4.707061	0.489779	-0.317346	1.129638	1.446441	13.864211	19.339154

---

Antenna 52: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	25.156211	7.127249	1.203449	-0.165736	0.675209	3.279910	1.597887	25.156211	13.809898

---

Antenna 52: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	59.658330	1.193343	12.484232	0.719322	0.048027	2.006546	6.389193	16.049527	59.658330

---

Antenna 52: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	68.192302	0.955673	12.432959	0.516586	0.601765	1.068387	10.715850	11.536081	68.192302

---

Antenna 52: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	62.014919	10.403868	0.721024	0.310650	0.563946	8.371405	0.702870	62.014919	9.409268

---

Antenna 52: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	-0.675064	-0.676158	-0.676158	-0.676398	-0.676398	-0.675064	-0.675064	-0.675158	-0.675158

---

Antenna 52: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	96.819078	16.419785	1.324200	0.774025	0.509061	12.487060	0.028716	96.819078	4.972546

---

Antenna 52: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	20.078765	1.535412	5.120553	-0.095649	-0.348569	1.773441	4.804988	15.205831	20.078765

---

Antenna 52: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	34.054530	7.885697	1.290519	-0.171537	0.459841	4.976428	3.129514	34.054530	11.513561

---

Antenna 52: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 52: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	9.670338	8.342862	1.326615	0.658091	-0.635171	8.975390	6.477364	9.670338	4.758174

---

Antenna 52: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	35.317351	12.378967	1.189429	32.660340	35.317351	nan	nan	-19.102210	-19.669172

---

Antenna 52: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Power	14.024756	-0.792218	-0.105558	14.024756	13.853770	-0.099525	1.390370	-1.039876	-0.467279

---

Antenna 52: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	23.226081	4.197523	1.585803	-0.389503	0.101486	5.996024	2.789996	23.226081	13.701981

---

Antenna 52: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	42.766644	7.195145	2.075805	-0.055360	0.755919	5.990944	3.448060	42.766644	15.504289

---

Antenna 52: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	43.412763	1.179589	15.636981	0.644405	1.160958	1.591385	19.156903	6.842730	43.412763

---

Antenna 52: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	29.853497	5.115862	1.658239	-0.056282	0.621785	5.673808	3.955894	29.853497	28.439261

---

Antenna 52: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	35.840392	1.508945	4.709432	0.673252	-0.402946	3.082413	1.350792	35.840392	17.387890

---

Antenna 52: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	33.019375	1.099661	3.561111	0.650359	-0.758298	0.833767	1.083313	27.786533	33.019375

---

Antenna 52: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 52: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Variability	26.130872	0.806272	9.106431	0.654485	0.657728	1.277403	26.130872	4.639410	12.654576

---

Antenna 52: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	49.697186	0.161099	28.634699	0.355747	2.033601	0.483440	17.640700	7.172558	49.697186

---

Antenna 52: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	31.634460	0.949177	11.269274	0.410933	0.428223	2.067661	13.999947	6.209265	31.634460

---

Antenna 52: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	22.780626	3.855451	2.710247	-0.412472	0.004714	1.191386	2.570468	9.307920	22.780626

---

Antenna 52: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Power	inf	323.593542	315.541537	inf	inf	52.731252	29.282066	589.103972	112.311691

---

Antenna 52: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	14.896588	2.736454	1.514436	-0.468008	-0.341580	-0.226197	-0.432305	14.466174	14.896588

---

Antenna 52: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	2.046356	1.215208	-0.687576	0.037827	-0.740253	0.907238	0.887410	2.046356	0.109384

---

Antenna 52: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	26.069303	1.403179	9.400256	0.658026	0.394947	3.574514	25.362672	16.718467	26.069303

---

Antenna 52: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	10.013074	0.777898	10.013074	0.094584	0.349720	0.644668	3.757920	1.279912	4.060960

---

Antenna 52: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	13.806719	4.927397	2.796738	-0.040563	0.672855	1.502836	1.422924	13.806719	10.897499

---

Antenna 52: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	30.377399	2.399376	2.935673	0.649994	-0.552891	3.722153	1.218561	30.377399	20.418566

---

Antenna 52: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	11.593508	4.021830	2.347864	-0.351207	0.269481	1.520794	2.769553	11.593508	9.234674

---

Antenna 52: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	22.885479	0.841372	2.248039	-0.605257	0.617533	1.403504	3.996484	12.419699	22.885479

---

Antenna 52: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	5.303295	5.303295	2.275399	-0.278426	0.368155	3.767628	2.588492	4.192534	3.633064

---

Antenna 52: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	2.945361	1.365918	-0.728303	0.454027	-1.159673	2.047731	-0.613869	2.945361	-0.033715

---

Antenna 52: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	18.546120	4.877847	4.139082	0.597457	-0.326892	12.294600	13.254968	18.546120	10.148362

---

Antenna 52: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	3.124521	-0.767196	0.160928	-0.923978	-0.480291	-0.502278	3.124521	-0.086680	1.829553

---

Antenna 52: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	29.025998	5.394866	3.582003	-0.106152	0.535164	7.482937	5.345461	19.896163	29.025998

---

Antenna 52: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	24.145131	2.040957	7.416852	0.990787	-0.028370	1.547592	3.490153	11.162961	24.145131

---

Antenna 52: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	16.815678	16.815678	1.885452	1.209782	0.598533	16.468906	3.025467	10.309629	4.153351

---

Antenna 52: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	11.870086	1.392631	4.122357	0.293643	-0.068951	5.543063	9.961484	10.979706	11.870086

---

Antenna 52: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	15.154796	4.011730	4.246278	0.154911	0.944516	-0.607388	-1.594410	15.154796	-4.675000

---

Antenna 52: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	26.131421	2.301656	2.878204	-0.066597	-0.734168	1.985309	-0.236754	26.131421	15.228897

---

Antenna 52: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	5.095580	3.405957	-1.420219	1.803443	-0.284735	0.857217	-0.266994	5.095580	0.575512

---

Antenna 52: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	13.338012	4.201304	6.619686	2.272150	-0.067794	11.167105	2.176536	8.136592	13.338012

---

Antenna 52: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	15.346922	3.650370	2.673045	2.892208	-0.738195	2.171756	0.176242	15.346922	10.430298

---

Antenna 52: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	12.161930	6.790899	1.867607	-0.316152	2.381901	1.333846	3.396401	12.161930	6.344178

---

Antenna 52: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	15.463292	3.442362	5.243926	2.926796	-0.738431	3.725705	2.516095	13.519883	15.463292

---

Antenna 52: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	26.763188	4.026667	1.183235	-0.609158	2.347162	3.432145	3.429587	26.763188	15.888868

---

Antenna 52: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	13.659314	3.119272	3.568714	3.119405	-0.460348	3.631117	-0.275459	13.659314	12.644350

---

Antenna 52: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	2.228906	-1.071419	0.003358	0.060677	-0.406742	0.962964	-0.208434	2.228906	-0.285434

---

Antenna 52: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 52: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	32.246000	4.497572	1.986841	-0.452018	1.811680	1.422508	3.746276	32.246000	20.771427

---

Antenna 52: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	8.837576	8.837576	2.022344	-0.270361	1.869892	5.617578	2.828994	2.618027	3.618679

---

Antenna 52: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	53.232511	0.748354	26.909991	1.838303	0.605087	1.998516	18.531125	2.729398	53.232511

---

Antenna 52: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	14.645213	3.955162	1.826154	-0.577456	3.590905	0.477712	4.293999	14.645213	14.490492

---

Antenna 52: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	25.804215	3.347079	2.471376	-0.625797	1.705207	0.094374	2.840770	17.259052	25.804215

---

Antenna 52: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	1.579969	0.072323	-1.046047	-0.506134	-0.188760	-0.681367	0.709380	-0.283618	1.579969

---

Antenna 52: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	5.414347	-0.861467	-0.059289	-0.920901	-0.229368	-0.508439	-0.214513	5.414347	0.871407

---

Antenna 52: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	6.743823	1.131159	6.743823	-0.782807	2.758070	0.802644	5.348842	0.599891	6.224506

---

Antenna 52: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	51.461408	0.898116	11.248573	-0.756874	3.553594	-0.503626	6.957493	6.554490	51.461408

---

Antenna 52: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Power	-0.411532	-0.458228	-0.458228	-0.411532	-0.411532	-0.677191	-0.677191	-0.808887	-0.808887

---

Antenna 52: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	33.849000	2.925813	0.901249	-0.657602	1.124109	5.575089	1.618071	33.849000	16.981259

---

Antenna 52: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	40.563150	0.918196	3.687850	-0.288663	2.663174	2.125081	5.828313	15.147127	40.563150

---

Antenna 52: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	14.740805	2.589960	1.969389	1.660237	-0.176989	2.588135	1.895421	14.681715	14.740805

---

Antenna 52: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	110.485676	1.679455	14.033861	1.572391	-0.197293	1.678205	1.730821	5.564218	110.485676

---

Antenna 52: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	56.619245	1.720746	15.227903	1.650483	-0.229718	2.289590	2.491331	4.152263	56.619245

---

Antenna 52: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	31.157283	2.549440	31.157283	1.584763	0.583852	2.259513	0.710828	4.896551	23.121588

---

Antenna 52: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	104.863165	16.729788	2.051702	0.348284	2.843341	11.352203	4.230176	104.863165	10.144607

---

Antenna 52: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Temporal Discontinuties	224.295192	20.457971	2.235032	0.618774	2.870768	8.880442	3.121551	224.295192	23.070399

---

Antenna 52: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	39.754305	39.754305	1.557644	2.316479	3.837836	15.004134	3.494550	23.236414	3.263183

---

Antenna 52: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	25.148436	0.717181	22.814593	-0.427753	2.784283	0.146682	0.246272	0.376100	25.148436

---

Antenna 52: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	34.246669	33.103051	0.988638	5.092911	-0.838422	7.081424	-1.394374	34.246669	1.554939

---

Antenna 52: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	2.731020	-1.264882	-0.678207	-0.501799	-0.072467	-0.748207	2.731020	0.247231	0.002489

---

Antenna 52: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	4.625487	-0.887987	-0.317599	-0.827707	2.345618	-1.545083	4.625487	-0.868208	1.681961

---

Antenna 52: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	1.531979	-0.649799	0.148194	-0.456227	1.531979	-0.468561	1.392514	-0.205630	0.786908

---

Antenna 52: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	4.008666	-1.402465	0.254921	-0.479071	4.008666	-1.101070	3.553585	-0.217994	0.803671

---

Antenna 52: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	1.546741	0.319011	-0.675622	1.546741	-0.436041	1.204515	0.032846	0.226521	-0.394939

---

Antenna 52: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	1.665873	-0.666036	0.101567	-0.500419	1.665873	0.354156	0.678829	-0.389845	-0.018701

---

Antenna 52: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	3.291337	0.021611	-1.336309	2.783987	-0.494065	3.291337	-1.654136	-0.100613	0.279227

---

Antenna 52: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	3.646368	-0.166756	-1.420271	3.646368	-0.769059	3.373440	-1.816947	0.086170	0.134688

---

Antenna 52: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	1.994598	-0.636481	0.210814	-0.367983	1.296142	0.114730	1.994598	-0.016104	0.497580

---

Antenna 52: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 52: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	4.296410	4.216214	-1.217400	4.296410	-0.493015	2.411197	-1.466189	0.511646	-0.305626

---

Antenna 52: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	29.567021	11.836966	-1.678132	4.240508	-0.833976	29.567021	28.243517	14.865831	15.209237

---

Antenna 52: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Shape	7.690431	-0.676735	7.690431	-0.626000	3.488534	0.105517	3.053685	2.077262	5.152278

---

Antenna 52: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	1.420880	0.215730	-1.066151	-0.763841	0.110021	-0.805343	1.420880	-0.085132	0.980557

---

Antenna 52: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	3.828673	-0.479849	1.152737	-1.010049	3.020036	-1.291736	2.187012	-0.710331	3.828673

---

Antenna 52: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Power	4.322539	2.194680	-0.510247	4.322539	-1.036502	3.165538	-1.450707	4.133895	0.958549

---

Antenna 52: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Variability	2.850384	-0.510007	0.309651	-0.846090	2.281413	-0.931202	2.850384	2.601518	2.010358

---

Antenna 52: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
52	3	digital_ok	ee Temporal Discontinuties	5.192322	2.733588	-0.153112	3.213281	-0.486266	4.551984	-0.924335	5.192322	4.186757

---